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Binary Classification

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Showing 1451–1500 of 2574 papers

TitleStatusHype
Unintended Selection: Persistent Qualification Rate Disparities and Interventions—0
Effectively Leveraging BERT for Legal Document Classification—0
Knowledge-Guided Paraphrase Identification—0
CVAE-based Re-anchoring for Implicit Discourse Relation Classification—0
Transformer Ensembles for Sexism Detection—0
Convergence of Uncertainty Sampling for Active Learning—0
Selective Sampling for Online Best-arm Identification—0
Pairwise Half-graph Discrimination: A Simple Graph-level Self-supervised Strategy for Pre-training Graph Neural Networks—0
ML-Based Analysis to Identify Speech Features Relevant in Predicting Alzheimer's Disease—0
Iterative Rule Extension for Logic Analysis of Data: an MILP-based heuristic to derive interpretable binary classification from large datasets—0
Adversarial robustness for latent models: Revisiting the robust-standard accuracies tradeoff—0
Medical Knowledge-Guided Deep Curriculum Learning for Elbow Fracture Diagnosis from X-Ray Images—0
Eigenbehaviour as an Indicator of Cognitive Abilities—0
Estimating the Arc Length of the Optimal ROC Curve and Lower Bounding the Maximal AUC—0
Accelerating Genetic Programming using GPUsCode0
ETF Risk Models—0
Resource-constrained Federated Edge Learning with Heterogeneous Data: Formulation and Analysis—0
Implicit Bias of Linear Equivariant NetworksCode0
Dealing with Disagreements: Looking Beyond the Majority Vote in Subjective AnnotationsCode0
SCEHR: Supervised Contrastive Learning for Clinical Risk Prediction using Electronic Health RecordsCode0
FoodChem: A food-chemical relation extraction modelCode0
Tradeoffs in Streaming Binary Classification under Limited Inspection Resources—0
An Experimental Evaluation on Deepfake Detection using Deep Face Recognition—0
Introducing the DOME Activation Functions—0
Fundamental Limits of Transfer Learning in Binary Classifications—0
Multi-Task Distribution Learning—0
Apple Tasting Revisited: Bayesian Approaches to Partially Monitored Online Binary Classification—0
Scaling Densities For Improved Density Ratio Estimation—0
Synthetic Reduced Nearest Neighbor Model for Regression—0
A gradient-based variable selection for binary classification in reproducing kernel Hilbert space—0
IRMAC: Interpretable Refined Motifs in Binary Classification for Smart Grid Applications—0
Prediction of severe thunderstorm events with ensemble deep learning and radar data—0
Transforming Fake News: Robust Generalisable News Classification Using TransformersCode0
Learning to Rank Anomalies: Scalar Performance Criteria and Maximization of Two-Sample Rank Statistics—0
Assessing clinical utility of Machine Learning and Artificial Intelligence approaches to analyze speech recordings in Multiple Sclerosis: A Pilot Study—0
Violence Detection in Videos—0
The Report on China-Spain Joint Clinical Testing for Rapid COVID-19 Risk Screening by Eye-region Manifestations—0
Utterance-level neural confidence measure for end-to-end children speech recognition—0
Predicting Loss Risks for B2B Tendering Processes—0
Explainable Identification of Dementia from Transcripts using Transformer Networks—0
On the Efficiency of Subclass Knowledge Distillation in Classification Tasks—0
Differential Diagnosis of Frontotemporal Dementia and Alzheimer's Disease using Generative Adversarial Network—0
Besov Function Approximation and Binary Classification on Low-Dimensional Manifolds Using Convolutional Residual Networks—0
Spatiotemporal Inconsistency Learning for DeepFake Video Detection—0
Using Topological Framework for the Design of Activation Function and Model Pruning in Deep Neural Networks—0
Effect of the output activation function on the probabilities and errors in medical image segmentationCode0
Automatic Transformation of Clinical Narratives into Structured Format—0
Siamese Networks for Inference in Malayalam Language Texts—0
Word Discriminations for Vocabulary Inventory PredictionCode0
Overview of the GermEval 2021 Shared Task on the Identification of Toxic, Engaging, and Fact-Claiming Comments—0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1Trompt + OpenAI embeddingAUROC0.98—Unverified
2LightGBM + OpenAI embeddingAUROC0.97—Unverified
3FTTransformer + RoBERTa fintuneAUROC0.96—Unverified
4LightGBM + RoBERTa embeddingAUROC0.95—Unverified
5FTTransformer + RoBERTa embeddingAUROC0.94—Unverified
6ResNet + RoBERTa embeddingAUROC0.93—Unverified
7ResNet + OpenAI embeddingAUROC0.92—Unverified
8FTTransformer + OpenAI embeddingAUROC0.91—Unverified
#ModelMetricClaimedVerifiedStatus
1Trompt + OpenAI embeddingAUROC0.81—Unverified
2Multimodal-Net All-TextAUROC0.8—Unverified
3ResNet + RoBERTa finetuneAUROC0.79—Unverified
4LightGBM + RoBERTa embeddingAUROC0.77—Unverified
#ModelMetricClaimedVerifiedStatus
1Attention based CNNF1 score0.93—Unverified
#ModelMetricClaimedVerifiedStatus
1XGBoostF1-Score98.79—Unverified